A Kernel Subspace Method by Stochastic Realization for Learning Nonlinear Dynamical Systems

Kawahara, Yoshinobu, Yairi, Takehisa, Machida, Kazuo

Dec-31-2007–Neural Information Processing Systems 

We construct the theoretical underpinning and derive a concrete algorithm for nonlinear identification.